Record, CLM, bronze and silver
CLM-400520
Received 2026-03-08T17:19:16Z, line 27,403 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | DANIELLE | Danielle | Changed |
| Middle | — | — | Unchanged |
| Last name | FULLER·· | Fuller | Changed |
| Date of birth | 3/7/1963 | 1963-03-07 | Parsed |
| Gender | M·· | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | •••-••-9269 | •••-••-9269 | Parsed |
| Phone | 12572606122 | 2572606122 | Parsed |
| N/A | — | Cleared | |
| Address | 8088 Central Avenue | 8088 Central Ave | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85057 | 85057 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | ·MEDICARE-ADV-B | MEDICARE-ADV-B | Changed |
- Quality score
- 0.74
- Name key
- danielle|fuller
- Address key
- 8088|central|85057
- Canonical first
- danielle
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-400521 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003888
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Danielle Fuller, 1963-03-07, 2 records, Verified
Evidence
Matched against CLM-400521
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallya7da2396132026-10-22 12:43:53, matching_agentidentity id MBR-003888, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400521
- Record linked automaticallycebec3fc9e2026-10-19 19:54:38, matching_agentidentity id MBR-003888, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400521
- Record linked automatically5242587fcd2026-10-19 19:52:08, matching_agentidentity id MBR-003888, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400521
- Record linked automatically3a0729a5b92026-10-19 19:45:42, matching_agentidentity id MBR-003888, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400521
- Record linked automaticallyd64f70ac5d2026-10-19 19:32:31, matching_agentidentity id MBR-003888, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400521
- Record linked automaticallyedef0e72d12026-10-19 19:31:28, scoring_agentidentity id MBR-028987, confidence 1, method probabilistic, matched record CLM-400521, policy version 1